Triple

T23136201
Position Surface form Disambiguated ID Type / Status
Subject Carroll County, Arkansas E577328 entity
Predicate hasMajorHighway P385 FINISHED
Object Arkansas Highway 143
Arkansas Highway 143 is a state highway in northern Arkansas that serves as a rural connector route within Carroll County, providing access to local communities and recreational areas.
 E1584143 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Arkansas Highway 143 | Statement: [Carroll County, Arkansas, hasMajorHighway, Arkansas Highway 143]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arkansas Highway 143
Context triple: [Carroll County, Arkansas, hasMajorHighway, Arkansas Highway 143]
  • A. Arkansas Highway 14
    Arkansas Highway 14 is a state highway in Arkansas that runs east–west across the northern part of the state, connecting multiple rural communities and scenic areas.
  • B. Arkansas Highway 161
    Arkansas Highway 161 is a state highway in central Arkansas that serves as a local connector route through communities such as Scott, linking rural areas with nearby urban centers and major roads.
  • C. Arkansas Highway 43
    Arkansas Highway 43 is a state highway in Arkansas that runs through the northwestern part of the state, serving communities in and around Boone County.
  • D. Arkansas Highway 130
    Arkansas Highway 130 is a state highway in Arkansas that serves as a regional connector route in the central part of the state, facilitating local transportation and access between small communities and larger road networks.
  • E. Arkansas Highway 103
    Arkansas Highway 103 is a state highway in Arkansas that runs through the Ozark region, serving local communities and providing access to rural areas in and around Carroll County.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Arkansas Highway 143
Triple: [Carroll County, Arkansas, hasMajorHighway, Arkansas Highway 143]
Generated description
Arkansas Highway 143 is a state highway in northern Arkansas that serves as a rural connector route within Carroll County, providing access to local communities and recreational areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arkansas Highway 143
Target entity description: Arkansas Highway 143 is a state highway in northern Arkansas that serves as a rural connector route within Carroll County, providing access to local communities and recreational areas.
  • A. Arkansas Highway 14
    Arkansas Highway 14 is a state highway in Arkansas that runs east–west across the northern part of the state, connecting multiple rural communities and scenic areas.
  • B. Arkansas Highway 161
    Arkansas Highway 161 is a state highway in central Arkansas that serves as a local connector route through communities such as Scott, linking rural areas with nearby urban centers and major roads.
  • C. Arkansas Highway 43
    Arkansas Highway 43 is a state highway in Arkansas that runs through the northwestern part of the state, serving communities in and around Boone County.
  • D. Arkansas Highway 130
    Arkansas Highway 130 is a state highway in Arkansas that serves as a regional connector route in the central part of the state, facilitating local transportation and access between small communities and larger road networks.
  • E. Arkansas Highway 103
    Arkansas Highway 103 is a state highway in Arkansas that runs through the Ozark region, serving local communities and providing access to rural areas in and around Carroll County.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e245f8e6248190ba3d58e068b4dccb completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e8b694c8190b9ead00ea0576d90 completed April 29, 2026, 4:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5dae063081909334a4607ca227d8 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c6012842881909db4c98a7cf1e0c7 completed May 19, 2026, 1:05 p.m.
NED2 Entity disambiguation (via description) batch_6a0c609b4e108190a8abe634d326f62d completed May 19, 2026, 1:07 p.m.
Created at: April 17, 2026, 4 p.m.